An EM-based semi-supervised deep learning approach for semantic segmentation of histopathological images from radical prostatectomies.
Jiayun LiWilliam SpeierKing Chung HoKarthik V. SarmaArkadiusz GertychBeatrice S. KnudsenCorey W. ArnoldPublished in: Comput. Medical Imaging Graph. (2018)
Keyphrases
- semantic segmentation
- semi supervised
- weakly supervised
- active learning
- labeled data
- unsupervised learning
- pairwise
- unlabeled data
- supervised learning
- named entity recognition
- superpixels
- object categories
- conditional random fields
- training examples
- relation extraction
- object class
- object classes
- machine learning
- multiscale